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Items where Author is "Cappart, Quentin"

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Number of items: 27.

B

Barral, H., Gaha, M., Dems, A., Côté, A., Nguewouo, F., & Cappart, Q. (2024, May). Acquiring Constraints for a Non-linear Transmission Maintenance Scheduling Problem [Paper]. 21st International Conference on Integration of Constraint Programming, Artificial Intelligence and Operations Research (CPAIOR 2024), Uppsala, Sweden. External link

Bourgeat, M., Navarro, A., Boisvert, L., Marty, T., Rousseau, L.-M., & Cappart, Q. (2023, August). SeaPearl - XCSP Competition (MiniTrack) [Abstract]. XCSP3 Competition 2023, France (2 pages). Unavailable

Busard, S., Cappart, Q., Limbrée, C., Pecheur, C., & Schaus, P. (2015, June). Verification of railway interlocking systems [Paper]. 4th International Workshop on Engineering Safety and Security Systems, Oslo, Norway. External link

C

Cappart, Q., Chételat, D., Khalil, E. B., Lodi, A., Morris, C., & Velickovic, P. (2023). Combinatorial Optimization and Reasoning with Graph Neural Networks. Journal of Machine Learning Research, 24, 130 (61 pages). External link

Cappart, Q., Bergman, D., Rousseau, L.-M., Premont-Schwarz, I., & Parjadis, A. (2022). Improving variable orderings of approximate decision diagrams using reinforcement learning. INFORMS Journal on Computing, 34(5), 2552-2570. External link

Cappart, Q., Chételat, D., Khalil, E. B., Lodi, A., Morris, C., & Veličković, P. (2021, August). Combinatorial Optimization and Reasoning with Graph Neural Networks [Paper]. 30th International Joint Conference on Artificial Intelligence (IJCAI 2021). External link

Cappart, Q., Moisan, T., Rousseau, L.-M., Prémont-Schwarz, I., & Cire, A. A. (2021, February). Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization [Paper]. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence. Published in Proceedings of the ... AAAI Conference on Artificial Intelligence, 35(5). External link

Chalumeau, F., Coulon, I., Cappart, Q., & Rousseau, L.-M. (2021, July). SeaPearl: A Constraint Programming Solver Guided by Reinforcement Learning [Paper]. 18th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2021), Vienna, Austria. External link

Cappart, Q., Thomas, C., Schaus, P., & Rousseau, L.-M. (2018, August). A constraint programming approach for solving patient transportation problems [Paper]. 24th International Conference on the Principles and Practice of Constraint Programming (CP 2018), Lille, France. External link

Cappart, Q., Aoga, J. O. R., & Schaus, P. (2018, June). EpisodeSupport: A Global Constraint for Mining Frequent Patterns in a Long Sequence of Events [Paper]. 15th International Conference on Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2018), Delft, The Netherlands. External link

Cappart, Q., Goutierre, E., Bergman, D., & Rousseau, L.-M. (2019, January). Improving optimization bounds using machine learning: Decision diagrams meet deep reinforcement learning [Paper]. Association for the Advancement of Artificial Intelligence (AAAI 2019), Honolulu, HI. External link

Cappart, Q., & Schaus, P. (2017, June). Rescheduling Railway Traffic on Real Time Situations Using Time-Interval Variables [Paper]. 14th International Conference on Integration of AI and OR Techniques in Constraint Programming (CPAIOR 2017), Padua, Italy. External link

Cappart, Q., Limbrée, C., Schaus, P., Quilbeuf, J., Traonouez, L.-M., & Legay, A. (2017, January). Verification of Interlocking Systems Using Statistical Model Checking [Paper]. 18th IEEE International Symposium on High Assurance Systems Engineering (HASE 2017), Singapore. External link

Cappart, Q., & Schaus, P. (2016, September). A Dedicated Algorithm for Verification of Interlocking Systems [Paper]. 35th International Conference on Computer Safety, Reliability, and Security (SAFECOMP 2016), Trondheim, Norway. External link

Cappart, Q., Limbrée, C., Schaus, P., & Legay, A. (2015, October). Verification by discrete simulation of interlocking systems [Paper]. 29th European Simulation and Modelling Conference, Leicester, United Kingdom. External link

Cappart, Q., & Thonet, A. (2015, September). The world migration network: Rankings, groups and gravity models [Paper]. International Conference on Computer as a Tool (IEEE EUROCON 2015), Salamanca, Spain (6 pages). External link

J

Joshi, C. K., Cappart, Q., Rousseau, L.-M., & Laurent, T. (2022). Learning the travelling salesperson problem requires rethinking generalization. Constraints, 27(1-2), 70-98. External link

Joshi, C. K., Cappart, Q., Rousseau, L.-M., & Laurent, T. (2021, October). Learning TSP requires rethinking generalization [Paper]. 27th International Conference on Principles and Practice of Constraint Programming (CP 2021), Montpellier, France (21 pages). Available

K

Kafaei, P., Cappart, Q., Renaud, M.-A., Chapados, N., & Rousseau, L.-M. (2021). Graph neural networks and deep reinforcement learning for simultaneous beam orientation and trajectory optimization of Cyberknife. Physics in Medicine and Biology, 66(21), 215002 (17 pages). External link

L

Limbrée, C., Cappart, Q., Pecheur, C., & Tonetta, S. (2016, June). Verification of Railway Interlocking - Compositional Approach with OCRA [Paper]. 1st International Conference on Reliability, Safety, and Security of Railway Systems. Modelling, Analysis, Verification, and Certification (RSSRail 2016), Paris, France. External link

M

Marty, T., Francois, T., Tessier, P., Gautier, L., Rousseau, L.-M., & Cappart, Q. (2023, August). Learning a Generic Value-Selection Heuristic Inside a Constraint Programming Solver [Paper]. 29th International Conference on Principles and Practice of Constraint Programming (CP 2023), Toronto, ON, Canada (19 pages). External link

P

Parham, Z., de Lille, V. T., & Cappart, Q. (2023, June). Explaining the Behavior of Reinforcement Learning Agents Using Association Rules [Paper]. 17th International Conference on Learning and Intelligent Optimization (LION-17 2023), Nice, France. External link

Parjadis, A., Cappart, Q., Massoteau, Q., & Rousseau, L.-M. (2023, June). Repositioning Fleet Vehicles: A Learning Pipeline [Paper]. 17th International Conference on Learning and Intelligent Optimization (LION-17 2023), Nice, France. External link

Parjadis, A., Cappart, Q., Rousseau, L.-M., & Bergman, D. (2021, July). Improving Branch-and-Bound Using Decision Diagrams and Reinforcement Learning [Paper]. 18th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2021), Vienna, Austria. External link

R

Rudich, I., Cappart, Q., & Rousseau, L.-M. (2023). Improved Peel-and-Bound: Methods for Generating Dual Bounds with Multivalued Decision Diagrams. Journal of Artificial Intelligence Research, 77, 1489-1538. External link

T

Thomas, C., Cappart, Q., Schaus, P., & Rousseau, L.-M. (2019, June). Une approche de programmation par contraintes pour résoudre le problème de transport de patients [A constraint programming approach for solving patient transportation problems]. [Paper]. 15es Journées Francophones de Programmation par Contraintes (JFPC 2019), Albi, France. External link

Y

Yin, C., Cappart, Q., & Pesant, G. (2024, May). An Improved Neuro-Symbolic Architecture to Fine-Tune Generative AI Systems [Paper]. 21st International Conference on Integration of Constraint Programming, Artificial Intelligence and Operations Research (CPAIOR 2024), Uppsala, Sweden. External link

List generated on: Mon Jul 22 08:06:48 2024 EDT